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Jay Roberts
Publication Activity (10 Years)
Years Active: 2020-2022
Publications (10 Years): 6
Top Topics
Deep Learning
Max Min
Medical Diagnostic
Optimization Methods
Top Venues
CoRR
MLVis@EuroVis
J. Comput. Phys.
CVPR
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Publications
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Theodoros Tsiligkaridis
,
Jay Roberts
Understanding and Increasing Efficiency of Frank-Wolfe Adversarial Training.
CVPR
(2022)
Jay Roberts
,
Theodoros Tsiligkaridis
Controllably Sparse Perturbations of Robust Classifiers for Explaining Predictions and Probing Learned Concepts.
MLVis@EuroVis
(2021)
Theodoros Tsiligkaridis
,
Jay Roberts
Second Order Optimization for Adversarial Robustness and Interpretability.
CoRR
(2020)
Theodoros Tsiligkaridis
,
Jay Roberts
On Frank-Wolfe Optimization for Adversarial Robustness and Interpretability.
CoRR
(2020)
James C. Hateley
,
Jay Roberts
,
Kyle Mylonakis
,
Xu Yang
Deep learning seismic substructure detection using the Frozen Gaussian approximation.
J. Comput. Phys.
409 (2020)
Jay Roberts
,
Theodoros Tsiligkaridis
Ultrasound Diagnosis of COVID-19: Robustness and Explainability.
CoRR
(2020)